复杂网络仿真平台研究.pdf

华中科技大学硕士学位论文Abstract work is an important method to plex system. The theory work has made considerable process during the last years. With millions of nodes and edges, puting ability puter speed up the study work. The developing of software work study is an important basic work. This thesis is the first step of the study work simulation platform. First, the thesis summarizes the conclusion of the structure and dynamics work. Then using the free software package Igraph and the R environment, the plete the basic algorithem on the simulation platform work. These algorithem includes: creating all kinds work with specific type and parameters; reading and writing the graph data from and to files; generating layouts for the graph drawing; calculating structural properties of graph; simulating the simple dynamic process on works. At the end of the thesis, With all the algorithem, the thesis simulate an integrated case work, which is the spreading of disease in the small work. Comparing the existing conclusion to the simulating conclusion, the validity of this platform will be illustrated. This thesis integrate the theory study and the R environment、Igraph software package. Basic on the classic algorithem offered in in some thesis work, plete all the basic algorithem which is important for the study work. It implements the functions of work platform mentioned above, and then simulate an integrated case work, which is the spreading of disease in the small work. Comparing the existing conclusion to the simulating conclusion, it will illustrate the validity of this platform and its achivement will play an important role in the research work. Keywords: work simulation platform Igraph R environment II独创性声明本人声明所呈交的学位论文是我个人在导师指导下进行的研究工作及取得的研究成果。尽我所知,除文中已经标明引用的内容外,本论文不包含任何其他个人或集体已经发表或撰写过的研究成果。对本文的研究做出贡献的个人和集体,均已在文中以明确方式标明。本人完全意识到本声明的法律效果由本人承担。学位论文作者签名:日期:年月日学位论文版权使用授权书本学位论文作者完全了解学校有关保留、使用学位论文的规定,即:学校有权保留并向国家有关部门或机构送交论文的复印件和电子版,允许论文被查阅和借阅。本人授权华中科技大学可以将本学位论文的